This repository presents the source code for the paper "MILLION: Mastering Long-Context LLM Inference Via Outlier-Immunized KV Product Quantization" (DAC'25).
☆26Apr 2, 2025Updated last year
Alternatives and similar repositories for MILLION
Users that are interested in MILLION are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆19Nov 11, 2024Updated last year
- Implementation of NM sparsity recipe presented in the paper "Progressive Gradient Flow for Robust N:M Sparsity Training in Transformers".☆11Feb 5, 2024Updated 2 years ago
- TransPimLib is a library for transcendental (and other hard-to-calculate) functions in general-purpose PIM systems, TransPimLib provides …☆15Apr 21, 2023Updated 3 years ago
- LoAS: Fully Temporal-Parallel Dataflow for Dual-Sparse Spiking Neural Networks, MICRO 2024.☆20Mar 19, 2025Updated last year
- ☆12Aug 18, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆20Jul 3, 2026Updated last month
- 一个基于PySide6实现的演讲稿朗读审阅工具，使用TTS引擎朗读PPT中的备注部分，从而辅助您进一步完善演讲的内容与措辞，助您顺利完成精彩的PPT演讲与展示。☆18Apr 9, 2026Updated 4 months ago
- High Performance Int8 GEMM Kernels for SM80 and later GPUs.☆24Mar 11, 2025Updated last year
- ☆42Mar 28, 2024Updated 2 years ago
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆37Feb 21, 2024Updated 2 years ago
- [ICML 2025] CommVQ: Commutative Vector Quantization for KV Cache Compression☆28Sep 2, 2025Updated 11 months ago
- [ICLR'25] R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference☆21Apr 28, 2025Updated last year
- PoC of Swift for Compute@Edge☆12Feb 3, 2022Updated 4 years ago
- Fibertree emulator☆17Nov 4, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆11Jun 11, 2023Updated 3 years ago
- A simple script to plot the Roofline model for given HW platforms and applications☆10Mar 17, 2026Updated 5 months ago
- GPGPU-Sim 中文注释版代码，包含 GPGPU-Sim 模拟器的最新版代码，经过中文注释，以帮助中文用户更好地理解和使用该模拟器。☆30Dec 18, 2024Updated last year
- Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)☆34Jul 4, 2024Updated 2 years ago
- Residual vector quantization for KV cache compression in large language model☆12Oct 22, 2024Updated last year
- AFP is a hardware-friendly quantization framework for DNNs, which is contributed by Fangxin Liu and Wenbo Zhao.☆13Nov 8, 2021Updated 4 years ago
- Explore Inter-layer Expert Affinity in MoE Model Inference☆17May 6, 2024Updated 2 years ago
- InstAttention: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference☆18Mar 30, 2025Updated last year
- ☆124Nov 17, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [OSDI 2025] DecDEC: A Systems Approach to Advancing Low‑Bit LLM Quantization☆26Jan 29, 2026Updated 7 months ago
- ☆21Apr 3, 2025Updated last year
- Offical implementation of "MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map" (NeurIPS2024 Oral)☆36Jan 18, 2025Updated last year
- Compression primitives for uplink compression in Federated Learning that are compatible with Secure Aggregation.☆11Jul 27, 2022Updated 4 years ago
- PIM Runtime Library and Tools☆31Dec 18, 2023Updated 2 years ago
- Agent application/benchmark/workload traces should be placed here.☆15Apr 13, 2026Updated 4 months ago
- ☆18Nov 10, 2025Updated 9 months ago
- Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation (ICML'24 Oral)☆13Jul 22, 2024Updated 2 years ago
- The official implementation of HPCA 2025 paper, Prosperity: Accelerating Spiking Neural Networks via Product Sparsity☆42Aug 9, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- GOMIL: Global Optimization of Multiplier by Integer Linear Programming☆13Aug 25, 2021Updated 5 years ago
- ASIC simulation of Multi-ported Memory Module. And it can offer SRAM-based dual-port basic building block to support multiple read/write …☆25May 30, 2016Updated 10 years ago
- ☆72Nov 29, 2025Updated 9 months ago
- FIPS-204 (ML-DSA) implementation in Go☆24Jul 10, 2026Updated last month
- PIMeval simulator and PIMbench suite☆52Aug 11, 2026Updated 2 weeks ago
- AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference☆21Jan 24, 2025Updated last year
- AIM, A Framework for High-throughput Sequence Alignment using Real Processing-in-Memory Systems, Bioinformatics, btad155, https://doi.or…☆24Apr 12, 2023Updated 3 years ago